1. Basic Ideas
--- Some Illustrating Examples
 
2. Information Criteria
--- Akaike Information Criterion
--- Bayesian information criterion
--- HQ Criterion
 
3. Prediction-Based Criteria
--- Final Prediction Error
--- Cross Validation
--- Accumulated Prediction Error
 
4. Concluding Remarks